What Is Programming? And How To Get Started
January 28, 2025
Article
Instructor: Packt - Course Instructors
Included with
Recommended experience
Intermediate level
This course teaches Apache Kafka basics & its role in systems. A basic understanding of distributed systems & Java programming is beneficial.
Recommended experience
Intermediate level
This course teaches Apache Kafka basics & its role in systems. A basic understanding of distributed systems & Java programming is beneficial.
Explain the architecture and core concepts of Apache Kafka.
Set up a personal Kafka development environment.
Develop Java applications to produce and consume messages in Kafka.
Add to your LinkedIn profile
October 2024
6 assignments
Add this credential to your LinkedIn profile, resume, or CV
Share it on social media and in your performance review
In this course, you'll embark on a journey to master Apache Kafka, beginning with a solid introduction to its core concepts and architecture. You'll learn about essential topics such as producers, consumers, partitions, and offsets, all while understanding how they fit together within the broader Kafka ecosystem. Each theoretical section is paired with practical examples, ensuring that you not only understand the "what" but also the "how" of Kafka.
As you progress, you'll delve into advanced Kafka operations, including starting Kafka without Zookeeper using KRaft mode and mastering the command line interface. The course also includes a thorough exploration of Kafka Java programming, where you'll learn to implement producers and consumers, handle callback functions, and manage consumer groups. By the end of this section, you'll be ready to tackle real-world Kafka projects, armed with the knowledge to implement efficient, scalable solutions. The final modules focus on real-world insights and case studies, where you'll see how Kafka is applied in different industries, from big data ingestion to logging and metrics aggregation. You'll also explore Kafka's role in enterprise environments, focusing on cluster setup, security, and multi-cluster operations. Whether you're new to Kafka or looking to deepen your understanding, this course provides the tools and knowledge to excel in the world of data streaming. This course is ideal for software developers, data engineers, and IT professionals who are new to Apache Kafka and wish to learn from the ground up. No prior experience with Kafka is required, though a basic understanding of distributed systems and Java programming is beneficial.
In this module, we will introduce you to the fundamentals of Apache Kafka. You will gain an understanding of the course’s scope, objectives, and the author's background. This will set the stage for your journey into Kafka’s architecture and functionality.
3 videos1 reading
In this module, we will dive into the theoretical aspects of Kafka. You will explore the architecture and essential components, such as topics, partitions, and consumer groups, and learn about advanced topics like replication and Kafka KRaft. This foundation will be crucial as you move into more practical applications later in the course.
10 videos
In this module, we will guide you through the practical steps needed to start Kafka on different platforms such as Mac OS X, Linux, and Windows. You'll learn how to overcome challenges during installation and start Kafka using multiple approaches, including Conduktor and Brew.
11 videos1 assignment
In this module, we will focus on starting Kafka using the KRaft mode, which eliminates the need for Zookeeper. You'll learn how to configure and start Kafka Brokers in KRaft mode on Mac OS, Linux, and Windows, enabling a more streamlined Kafka setup.
3 videos
In this module, we will explore the essential Kafka command line interface (CLI) tools. You'll become proficient in managing Kafka topics, producing and consuming data, and handling consumer groups using the CLI, all crucial for efficient Kafka operations.
7 videos
In this module, we will introduce you to Kafka's graphical user interface tools, with a focus on Conduktor. You'll learn how to navigate Kafka's UI for efficient management and monitoring of Kafka clusters, simplifying the administration tasks.
1 video1 assignment
In this module, we will cover the basics of programming with Kafka using Java. You'll learn how to create Kafka producers and consumers, handle message keys, and implement advanced features like graceful shutdowns and consumer group management in Java.
12 videos
In this module, we will guide you through a real-world Kafka project. You'll learn how to apply the Kafka concepts you've studied to design and implement a practical solution, providing you with hands-on experience in a realistic setting.
In this module, we will dive into advanced Kafka producer configurations, focusing on optimizing performance and ensuring data durability. You'll work on a Wikimedia producer project, learning to fine-tune Kafka settings for different scenarios and data sources.
15 videos1 assignment
In this module, we will explore the integration of Kafka with OpenSearch, covering both the setup process and advanced consumer configurations. You'll learn how to implement strategies for effective data consumption, manage offsets, and ensure reliable data processing.
16 videos
In this module, we will introduce you to Kafka's extended APIs, including Kafka Connect, Streams, and Schema Registry. You'll gain hands-on experience with these APIs, learning how to leverage them for diverse data processing tasks and seamless integration with other systems.
8 videos
In this module, we will review real-world case studies to showcase Kafka's application in various industries. You'll gain insights into the challenges and solutions in big data and fast data environments, helping you apply best practices in your own Kafka projects.
8 videos1 assignment
In this module, we will cover advanced topics related to managing Kafka in enterprise settings. You'll learn about Kafka cluster setup, monitoring, and security, as well as managing multi-cluster deployments and ensuring robust communication protocols.
5 videos
In this module, we will focus on advanced Kafka configurations, including topic settings, log management, and handling large messages. You'll learn how to optimize Kafka for your specific needs, ensuring efficient and reliable data processing.
8 videos1 assignment
In this final module, we will guide you through the next steps in your Kafka learning journey. You'll receive recommendations on advanced topics and specialized areas to explore, along with resources to help you continue building your Kafka expertise.
1 video1 assignment
Packt helps tech professionals put software to work by distilling and sharing the working knowledge of their peers. Packt is an established global technical learning content provider, founded in Birmingham, UK, with over twenty years of experience delivering premium, rich content from groundbreaking authors on a wide range of emerging and popular technologies.
LearnQuest
Course
LearnKartS
Course
Amazon Web Services
Course
Course
Unlimited access to 10,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription
Earn a degree from world-class universities - 100% online
Upskill your employees to excel in the digital economy
Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.
If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.
Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.
If you complete the course successfully, your electronic Course Certificate will be added to your Accomplishments page - from there, you can print your Course Certificate or add it to your LinkedIn profile.
This course is one of a few offered on Coursera that are currently available only to learners who have paid or received financial aid, when available.
You will be eligible for a full refund until two weeks after your payment date, or (for courses that have just launched) until two weeks after the first session of the course begins, whichever is later. You cannot receive a refund once you’ve earned a Course Certificate, even if you complete the course within the two-week refund period. See our full refund policy.
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.
These cookies are necessary for the website to function and cannot be switched off in our systems. They are usually only set in response to actions made by you which amount to a request for services, such as setting your privacy preferences, logging in or filling in forms. You can set your browser to block or alert you about these cookies, but some parts of the site will not then work.
These cookies may be set through our site by our advertising partners. They may be used by those companies to build a profile of your interests and show you relevant adverts on other sites. They are based on uniquely identifying your browser and internet device. If you do not allow these cookies, you will experience less targeted advertising.
These cookies allow us to count visits and traffic sources so we can measure and improve the performance of our site. They help us to know which pages are the most and least popular and see how visitors move around the site. If you do not allow these cookies we will not know when you have visited our site, and will not be able to monitor its performance.
These cookies enable the website to provide enhanced functionality and personalization. They may be set by us or by third party providers whose services we have added to our pages. If you do not allow these cookies then some or all of these services may not function properly.